Stochastic Models in the Problems of Predicting the Epidemiological Situation

被引:2
|
作者
Bogdanov, O., V [1 ]
Knopov, P. S. [1 ]
机构
[1] Natl Acad Sci Ukraine, VM Glushkov Inst Cybernet, Kiev, Ukraine
基金
新加坡国家研究基金会;
关键词
methods; optimization; modeling; stochastic equations; estimation; epidemic; discrete and continuous time;
D O I
10.1007/s10559-022-00435-4
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The paper investigates some stochastic models with discrete and continuous time to solve important problems of predicting the spread of epidemiological diseases in the population. Various factors of epidemic spread and the main parameters influencing the forecast assessment are taken into account. Some test calculations based on the proposed methods have been performed.
引用
收藏
页码:58 / 64
页数:7
相关论文
共 50 条
  • [21] Equivalence of Stochastic Equations and Martingale Problems
    Kurtz, Thomas G.
    STOCHASTIC ANALYSIS 2010, 2011, : 113 - 130
  • [22] Simulation-Assisted Estimation of Failure Models with Stochastic Hazard Rates
    Sun, K.
    Chen, S.
    Wu, Z.
    2011 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT (IEEM), 2011, : 1266 - 1270
  • [23] Review on the global epidemiological situation and the efficacy of chloroquine and hydroxychloroquine for the treatment of COVID-19
    Saqrane, S.
    El Mhammedi, M. A.
    NEW MICROBES AND NEW INFECTIONS, 2020, 35
  • [24] Epidemiological situation in Odessa under the Hetmanate (according to materials from Odesa newspapers of 1918)
    Kiazymova, Halyna
    EMINAK, 2021, (02): : 117 - 126
  • [25] Modeling self-propagating malware with epidemiological models
    Alesia Chernikova
    Nicolò Gozzi
    Nicola Perra
    Simona Boboila
    Tina Eliassi-Rad
    Alina Oprea
    Applied Network Science, 8
  • [26] Editorial: Predicting virus evolution: from genome evolution to epidemiological trends
    Zwart, Mark P.
    Kupczok, Anne
    Iranzo, Jaime
    FRONTIERS IN VIROLOGY, 2023, 3
  • [27] Epidemiological landscape models reproduce cyclic insect outbreaks
    Nenzen, Hedvig K.
    Filotas, Elise
    Peres-Neto, Pedro
    Gravel, Dominique
    ECOLOGICAL COMPLEXITY, 2017, 31 : 78 - 87
  • [28] Stochastic Geometric Models for Green Networking
    Altman, Eitan
    Hasan, Cengis
    Hanawal, Manjesh Kumar
    Shamai , Shlomo
    Gorce, Jean-Marie
    El-Azouzi, Rachid
    Roullet, Laurent
    IEEE ACCESS, 2015, 3 : 2465 - 2474
  • [29] Modeling self-propagating malware with epidemiological models
    Chernikova, Alesia
    Gozzi, Nicolo
    Perra, Nicola
    Boboila, Simona
    Eliassi-Rad, Tina
    Oprea, Alina
    APPLIED NETWORK SCIENCE, 2023, 8 (01)
  • [30] Stochastic models of oil spill processes
    Gottinger, HW
    INTERNATIONAL JOURNAL OF ENVIRONMENT AND POLLUTION, 2001, 15 (03) : 266 - 289